On Modelling Seasonal Arima Series: Application on Road Accidents in Northeast Algeria
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Summary
This paper study and modeless a number of road accidental injuries in the region of Skikda (northeast Algeria) according to Box- Jenkins method using EViews software using series data from January 2001 to December 2016.
- Type
- article
- Published
- 2020-06-04
- Cited by
- 7
- References
- 25
- Access
- Open access
- OpenAlex
- https://openalex.org/W3137854564
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:234724274
Keywords
Autoregressive integrated moving average, Box–Jenkins, Statistics, Statistic, Kalman filter
References
- Application of Box-Jenkins Techniques in Modelling and Forecasting Nigeria Crude Oil Prices
- The deterministic interpretation of the Kalman filter
- Application of ARIMA Models in Forecasting Monthly Average Surface Temperature of Brong Ahafo Region of Ghana
- Exact Initial Kalman Filtering and Smoothing for Nonstationary Time Series Models
- Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results
- Time Series Forecasting by using Seasonal Autoregressive Integrated Moving Average: Subset, Multiplicative or Additive Model
- Subset Sarima Modelling: An Alternative Definition and a Case Study
- Applications of SARIMA Model in Forecasting Outpatient Amount
- Modeling and Forecasting by using Time Series ARIMA Models
- Real-Time Freeway Traffic State Estimation Based on Extended Kalman Filter: A Case Study
- Exact maximum likelihood estimation for non-stationary periodic time series models
- Time Series Analysis by State Space Methods
- Adaptive Seasonal Time Series Models for Forecasting Short-Term Traffic Flow
- Forecasting Inflation Rate in Kenya Using SARIMA Model
- Time Series Analysis of Monthly Rainfall data for the Gadaref rainfall station, Sudan, by Sarima Methods
- Time Series Analysis
- State space versus SARIMA modeling of the Nigeria’s crude oil export
- Real-time road traffic state prediction based on ARIMA and Kalman filter
- Application of linear stochastic models to monthly streamflow data of Rahad River, Sudan
- Introduction to time series and forecasting
Cited by
- The Forecasting Model with Climate Variables of the Re-emerging Disease Rate in Elderly Patients
- Rainfall prediction climatological station of Banjarbaru using arima kalman filter
- Predicting daily water tank level fluctuations by using ARIMA model. A case study
- Wind Speed Prediction Based on Statistical and Deep Learning Models
- Some developments on seasonal INAR processes with application to influenza data
- Novel grey wolf optimizer based parameters selection for GARCH and ARIMA models for stock price prediction
- The Forecasting of a Traffic Accident in the Pandemic of Covid-19
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